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Updated weekly · Last refresh Aug 30

University of California Berkeley Research Analyst Interview Questions

The questions to prepare for a University of California Berkeley Research Analyst interview. Questions from real interview reports rank first. Updated weekly.

50questions
~7htotal time
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1
Statistics & ProbabilityStart here. 6 questions · ~48 min
Validity and Reliability in ResearchHard

Assess whether research findings are valid and reliable using hypothesis testing, confidence intervals, and power checks.

Confidence IntervalsHypothesis TestingCausal InferenceUniversity of California Berkeley
Limited Data Research ApproachHard

Tests your ability to adapt methods and manage uncertainty when data is scarce.

Bayesian ReasoningRegressionSample SizeUniversity of California Berkeley
Significant Variables SelectionMedium

Tests statistical reasoning for feature/variable selection in research datasets.

RegressionCorrelationHypothesis TestingUniversity of California Berkeley
Research Study DesignMedium

Tests your ability to structure a study with clear methods, variables, and evaluation criteria.

ExperimentationHypothesis TestingSample SizeUniversity of California Berkeley
Statistical Tools and SoftwareEasy

Tests your practical statistical tooling and experience applying it to research workflows.

RegressionHypothesis TestingData WranglingUniversity of California Berkeley
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2
Behavioral & Leadership42 questions · ~339 min
Cross-Functional Collaboration Under DeadlineEasy

Tests teamwork, communication, stakeholder management, and ownership in delivering a shared outcome with others.

CommunicationLeadershipOwnershipUniversity of California Berkeley
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3
More topics2 questions · ~16 min
Analyzing Large Datasets with SQLEasy

Explain practical SQL methods for analyzing large datasets, including filtering, aggregation, sampling, and performance-aware query design.

JoinsData WranglingAggregationsUniversity of California Berkeley
Troubleshooting Data IntegrityMedium

Tests your ability to diagnose and resolve data quality problems using rigorous analysis practices.

Data WranglingAggregationsQualityUniversity of California Berkeley

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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.